Rail Vision Ltd. (RVSN) AI Stock Analysis

Rail Vision Ltd. specializes in the design, development, assembly, and sale of advanced railway detection systems aimed at enhancing railway operational safety, efficiency, and predictive maintenance. Headquartered in Raanana, Israel, the company integrates optical, visible light spectrum, and thermal cameras with ruggedized on-board computers tailored for locomotives. Its offerings include main line systems to prevent collisions, shunting yard systems to optimize safety during complex maneuvers, and specialized systems for light rail vehicles to detect and classify obstacles across urban transit networks. The company also provides Rail Vision big data services, delivering data analytics and actionable operational insights to railway operators.

Rail Vision grew annual revenue from $1.1M in FY2021 to $1.5M in FY2025, recording a 5-year revenue CAGR of 29.0%. Annual sales have been volatile, dropping 62.0% to $421,000 in FY2022 and 66.3% to $142,000 in FY2023, before recovering 815.5% to $1.3M in FY2024 and expanding 14.4% in FY2025. Gross margin stood at 37.1% in FY2025, up from -3.3% in FY2021. Profitability remains constrained, with FY2025 net income of -$11.1M and an operating margin of -789.2%. Over the trailing twelve months ending June 30, 2026, revenue reached $2.3M with quarterly revenue growth of 328.3% year-over-year, alongside an operating margin of -791.0%.

As of June 30, 2026, Rail Vision held $15.3M in cash and short-term investments against $68,000 in total debt, resulting in net cash of $15.2M. Total assets stood at $17.6M, shareholders' equity was $15.8M, and the current ratio was 9.60 with a debt-to-equity ratio of 0.00. In FY2025, operating cash flow was -$9.1M, capital expenditures were $125,000, and free cash flow was -$9.2M.

Rail Vision has a market cap of $6.8M and an enterprise value of -$6.7M. The company's price-to-sales ratio is 3.0x, which is above the 1.5x median of its US-listed Industrials peers. Its price-to-book ratio is 0.5x, and its EV-to-revenue multiple is 10.9x. The stock closed at $2.97 on October 16, 2026, down 69.4% year-to-date and down 78.7% over the past year. Over that same one-year span, the S&P 500 (SPY) returned 16.8%.

Wall Street coverage includes 1 Strong Buy, 0 Buy, 0 Hold, 0 Sell, and 0 Strong Sell ratings. The mean price target is $10.00, which is 236.7% above the last close of $2.97. For the fiscal year ending December 31, 2026, analysts estimate revenue of $4.0M and EPS of -$4.03, representing an estimated EPS growth of 34.5%. Rail Vision logged 0 EPS beats across the last 4 quarters.

This page is an AI-written research summary of Rail Vision Ltd. (RVSN). The text was generated on October 30, 2026 from Quotelinks data as of October 16, 2026 (company profile, annual results, latest balance sheet, valuation, price performance and analyst estimates). An automatic check rejects any draft that contains a figure not found in that data. It is not investment advice; verify figures on the linked tabs before making decisions.

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